Patients receive aerosolized sargramostim (GM-CSF) twice a day on days 1-7 and 15-21. Treatment repeats every 28 days for 2 courses. Patients with no disease progression after completion of course 2 may continue on treatment until disease progression. Patients are grouped to 1 of 2 dose-escalation regimens (part A vs B).